Аналитический отчет по датасету

Dataset statistics

Number of variables	21
Number of observations	5527
Missing cells	10224
Missing cells (%)	8.8%
Duplicate rows	5
Duplicate rows (%)	0.1%
Total size in memory	6.9 MiB
Average record size in memory	1.3 KiB

Variable types

Text	4
Numeric	6
Categorical	9
DateTime	1
Unsupported	1

Alerts

Dataset has 5 (0.1%) duplicate rows	Duplicates
`class_auto` is highly imbalanced (81.9%)	Imbalance
`state` is highly imbalanced (52.0%)	Imbalance
`door` is highly imbalanced (82.5%)	Imbalance
`volume` has 393 (7.1%) missing values	Missing
`тип_двигателя` has 233 (4.2%) missing values	Missing
`class_auto` has 621 (11.2%) missing values	Missing
`body` has 648 (11.7%) missing values	Missing
`state` has 508 (9.2%) missing values	Missing
`door` has 746 (13.5%) missing values	Missing
`fuel` has 519 (9.4%) missing values	Missing
`transmission` has 376 (6.8%) missing values	Missing
`conditioner` has 976 (17.7%) missing values	Missing
`audio` has 1533 (27.7%) missing values	Missing
`mileage` has 2717 (49.2%) missing values	Missing
`mileage_orig` has 954 (17.3%) missing values	Missing
`manth` is an unsupported type, check if it needs cleaning or further analysis	Unsupported

Reproduction

Analysis started	2024-11-07 19:25:52.586460
Analysis finished	2024-11-07 19:25:59.724199
Duration	7.14 seconds
Software version	ydata-profiling vv4.10.0
Download configuration	config.json

brend
Text

Distinct	68
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	389.6 KiB

Length

Max length	13
Median length	9
Mean length	6.6992944
Min length	3

Characters and Unicode

Total characters	37027
Distinct characters	56
Distinct categories	3 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	13 ?
Unique (%)	0.2%

Sample

1st row	Lexus
2nd row	Nissan
3rd row	Lexus
4th row	Volkswagen
5th row	Toyota

Value	Count	Frequency (%)
toyota	820	14.8%
volkswagen	751	13.6%
mercedes-benz	559	10.1%
lexus	420	7.6%
bmw	381	6.9%
ford	310	5.6%
audi	267	4.8%
opel	224	4.1%
nissan	179	3.2%
honda	175	3.2%
Other values (58)	1441	26.1%

Most occurring characters

Value	Count	Frequency (%)
e	4228	11.4%
o	3316	9.0%
a	2840	7.7%
s	2521	6.8%
n	2130	5.8%
d	1700	4.6%
i	1387	3.7%
l	1383	3.7%
t	1302	3.5%
M	1245	3.4%
Other values (46)	14975	40.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	29317	79.2%
Uppercase Letter	7151	19.3%
Dash Punctuation	559	1.5%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
M	1245	17.4%
B	945	13.2%
T	935	13.1%
V	816	11.4%
L	472	6.6%
W	381	5.3%
A	338	4.7%
F	336	4.7%
H	316	4.4%
O	224	3.1%
Other values (19)	1143	16.0%

Lowercase Letter

Value	Count	Frequency (%)
e	4228	14.4%
o	3316	11.3%
a	2840	9.7%
s	2521	8.6%
n	2130	7.3%
d	1700	5.8%
i	1387	4.7%
l	1383	4.7%
t	1302	4.4%
u	1191	4.1%
Other values (16)	7319	25.0%

Dash Punctuation

Value	Count	Frequency (%)
-	559	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	36237	97.9%
Common	559	1.5%
Cyrillic	231	0.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	4228	11.7%
o	3316	9.2%
a	2840	7.8%
s	2521	7.0%
n	2130	5.9%
d	1700	4.7%
i	1387	3.8%
l	1383	3.8%
t	1302	3.6%
M	1245	3.4%
Other values (35)	14185	39.1%

Cyrillic

Value	Count	Frequency (%)
З	77	33.3%
А	72	31.2%
Г	44	19.0%
В	25	10.8%
И	3	1.3%
Л	3	1.3%
М	2	0.9%
а	2	0.9%
з	2	0.9%
У	1	0.4%

Common

Value	Count	Frequency (%)
-	559	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	36796	99.4%
Cyrillic	231	0.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	4228	11.5%
o	3316	9.0%
a	2840	7.7%
s	2521	6.9%
n	2130	5.8%
d	1700	4.6%
i	1387	3.8%
l	1383	3.8%
t	1302	3.5%
M	1245	3.4%
Other values (36)	14744	40.1%

Cyrillic

Value	Count	Frequency (%)
З	77	33.3%
А	72	31.2%
Г	44	19.0%
В	25	10.8%
И	3	1.3%
Л	3	1.3%
М	2	0.9%
а	2	0.9%
з	2	0.9%
У	1	0.4%

volume
Real number (ℝ)

MISSING

Distinct	237
Distinct (%)	4.6%
Missing	393
Missing (%)	7.1%
Infinite	0
Infinite (%)	0.0%
Mean	2251.5294

Minimum	1000
Maximum	8000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	86.4 KiB

Quantile statistics

Minimum	1000
5-th percentile	1400
Q1	1800
median	2000
Q3	2500
95-th percentile	3500
Maximum	8000
Range	7000
Interquartile range (IQR)	700

Descriptive statistics

Standard deviation	716.98632
Coefficient of variation (CV)	0.31844413
Kurtosis	4.7894784
Mean	2251.5294
Median Absolute Deviation (MAD)	400
Skewness	1.5910291
Sum	11559352
Variance	514069.39
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2000	1129	20.4%
2500	453	8.2%
1800	377	6.8%
2200	345	6.2%
1600	321	5.8%
3500	299	5.4%
3000	278	5.0%
1900	227	4.1%
2400	202	3.7%
1400	172	3.1%
Other values (227)	1331	24.1%
(Missing)	393	7.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1000	93	1.7%
1100	5	0.1%
1111	1	< 0.1%
1198	1	< 0.1%
1199	1	< 0.1%
1200	15	0.3%
1230	1	< 0.1%
1242	1	< 0.1%
1246	2	< 0.1%
1248	1	< 0.1%

Value	Count	Frequency (%)
8000	1	< 0.1%
7600	1	< 0.1%
6700	1	< 0.1%
6100	1	< 0.1%
6000	5	0.1%
5900	1	< 0.1%
5700	14	0.3%
5600	4	0.1%
5599	1	< 0.1%
5500	1	< 0.1%

тип_двигателя
Categorical

MISSING

Distinct	5
Distinct (%)	0.1%
Missing	233
Missing (%)	4.2%
Memory size	626.5 KiB

Дизель	2013
Бензин	1294
Бензин-Газ	1024
Гибрид	822
Электро	141

Length

Max length	10
Median length	6
Mean length	6.80034
Min length	6

Characters and Unicode

Total characters	36001
Distinct characters	18
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Гибрид
2nd row	Бензин
3rd row	Гибрид
4th row	Дизель
5th row	Бензин-Газ

Common Values

Value	Count	Frequency (%)
Дизель	2013	36.4%
Бензин	1294	23.4%
Бензин-Газ	1024	18.5%
Гибрид	822	14.9%
Электро	141	2.6%
(Missing)	233	4.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
дизель	2013	38.0%
бензин	1294	24.4%
бензин-газ	1024	19.3%
гибрид	822	15.5%
электро	141	2.7%

Most occurring characters

Value	Count	Frequency (%)
и	5975	16.6%
з	5355	14.9%
н	4636	12.9%
е	4472	12.4%
Б	2318	6.4%
л	2154	6.0%
Д	2013	5.6%
ь	2013	5.6%
Г	1846	5.1%
-	1024	2.8%
Other values (8)	4195	11.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	28659	79.6%
Uppercase Letter	6318	17.5%
Dash Punctuation	1024	2.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
и	5975	20.8%
з	5355	18.7%
н	4636	16.2%
е	4472	15.6%
л	2154	7.5%
ь	2013	7.0%
а	1024	3.6%
р	963	3.4%
б	822	2.9%
д	822	2.9%
Other values (3)	423	1.5%

Uppercase Letter

Value	Count	Frequency (%)
Б	2318	36.7%
Д	2013	31.9%
Г	1846	29.2%
Э	141	2.2%

Dash Punctuation

Value	Count	Frequency (%)
-	1024	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Cyrillic	34977	97.2%
Common	1024	2.8%

Most frequent character per script

Cyrillic

Value	Count	Frequency (%)
и	5975	17.1%
з	5355	15.3%
н	4636	13.3%
е	4472	12.8%
Б	2318	6.6%
л	2154	6.2%
Д	2013	5.8%
ь	2013	5.8%
Г	1846	5.3%
а	1024	2.9%
Other values (7)	3171	9.1%

Common

Value	Count	Frequency (%)
-	1024	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Cyrillic	34977	97.2%
ASCII	1024	2.8%

Most frequent character per block

Cyrillic

Value	Count	Frequency (%)
и	5975	17.1%
з	5355	15.3%
н	4636	13.3%
е	4472	12.8%
Б	2318	6.6%
л	2154	6.2%
Д	2013	5.8%
ь	2013	5.8%
Г	1846	5.3%
а	1024	2.9%
Other values (7)	3171	9.1%

ASCII

Value	Count	Frequency (%)
-	1024	100.0%

год
Real number (ℝ)

Distinct	55
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2005.5788

Minimum	1955
Maximum	2024
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	86.4 KiB

Quantile statistics

Minimum	1955
5-th percentile	1992
Q1	2000
median	2006
Q3	2012
95-th percentile	2018
Maximum	2024
Range	69
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	7.9952646
Coefficient of variation (CV)	0.0039865123
Kurtosis	0.72186721
Mean	2005.5788
Median Absolute Deviation (MAD)	6
Skewness	-0.40015488
Sum	11084834
Variance	63.924255
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2006	352	6.4%
2008	306	5.5%
2005	297	5.4%
2004	291	5.3%
2007	288	5.2%
2013	281	5.1%
2003	247	4.5%
2001	232	4.2%
2000	220	4.0%
2012	220	4.0%
Other values (45)	2793	50.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1955	1	< 0.1%
1958	1	< 0.1%
1960	1	< 0.1%
1964	1	< 0.1%
1966	2	< 0.1%
1967	1	< 0.1%
1973	1	< 0.1%
1975	1	< 0.1%
1977	1	< 0.1%
1978	2	< 0.1%

Value	Count	Frequency (%)
2024	3	0.1%
2023	24	0.4%
2022	36	0.7%
2021	33	0.6%
2020	38	0.7%
2019	83	1.5%
2018	112	2.0%
2017	131	2.4%
2016	135	2.4%
2015	164	3.0%

prise
Real number (ℝ)

Distinct	618
Distinct (%)	11.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8226.0248

Minimum	1000
Maximum	380000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	86.4 KiB

Quantile statistics

Minimum	1000
5-th percentile	1400
Q1	2700
median	5500
Q3	10500
95-th percentile	24000
Maximum	380000
Range	379000
Interquartile range (IQR)	7800

Descriptive statistics

Standard deviation	9883.491
Coefficient of variation (CV)	1.2014905
Kurtosis	408.56866
Mean	8226.0248
Median Absolute Deviation (MAD)	3300
Skewness	13.037189
Sum	45465239
Variance	97683395
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2000	128	2.3%
2500	124	2.2%
1500	110	2.0%
3500	108	2.0%
4500	106	1.9%
5000	86	1.6%
2200	84	1.5%
10500	77	1.4%
4000	73	1.3%
1700	73	1.3%
Other values (608)	4558	82.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1000	69	1.2%
1005	1	< 0.1%
1050	2	< 0.1%
1100	42	0.8%
1110	5	0.1%
1111	10	0.2%
1150	13	0.2%
1199	1	< 0.1%
1200	58	1.0%
1234	1	< 0.1%

Value	Count	Frequency (%)
380000	1	< 0.1%
222000	1	< 0.1%
111111	1	< 0.1%
106560	1	< 0.1%
99999	1	< 0.1%
79365	1	< 0.1%
74000	1	< 0.1%
70000	1	< 0.1%
66600	1	< 0.1%
60000	1	< 0.1%

class_auto
Categorical

IMBALANCE MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	621
Missing (%)	11.2%
Memory size	633.0 KiB

Легковой	4772
Грузовой	134

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	39248
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Легковой
2nd row	Легковой
3rd row	Легковой
4th row	Легковой
5th row	Легковой

Common Values

Value	Count	Frequency (%)
Легковой	4772	86.3%
Грузовой	134	2.4%
(Missing)	621	11.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
легковой	4772	97.3%
грузовой	134	2.7%

Most occurring characters

Value	Count	Frequency (%)
о	9812	25.0%
в	4906	12.5%
й	4906	12.5%
Л	4772	12.2%
е	4772	12.2%
г	4772	12.2%
к	4772	12.2%
Г	134	0.3%
р	134	0.3%
у	134	0.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	34342	87.5%
Uppercase Letter	4906	12.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
о	9812	28.6%
в	4906	14.3%
й	4906	14.3%
е	4772	13.9%
г	4772	13.9%
к	4772	13.9%
р	134	0.4%
у	134	0.4%
з	134	0.4%

Uppercase Letter

Value	Count	Frequency (%)
Л	4772	97.3%
Г	134	2.7%

Most occurring scripts

Value	Count	Frequency (%)
Cyrillic	39248	100.0%

Most frequent character per script

Cyrillic

Value	Count	Frequency (%)
о	9812	25.0%
в	4906	12.5%
й	4906	12.5%
Л	4772	12.2%
е	4772	12.2%
г	4772	12.2%
к	4772	12.2%
Г	134	0.3%
р	134	0.3%
у	134	0.3%

Most occurring blocks

Value	Count	Frequency (%)
Cyrillic	39248	100.0%

Most frequent character per block

Cyrillic

Value	Count	Frequency (%)
о	9812	25.0%
в	4906	12.5%
й	4906	12.5%
Л	4772	12.2%
е	4772	12.2%
г	4772	12.2%
к	4772	12.2%
Г	134	0.3%
р	134	0.3%
у	134	0.3%

body
Categorical

MISSING

Distinct	14
Distinct (%)	0.3%
Missing	648
Missing (%)	11.7%
Memory size	620.3 KiB

седан	1586
универсал	800
внедорожник	625
минивен	588
хетчбек	585
Other values (9)	695

Length

Max length	12
Median length	11
Mean length	7.4043861
Min length	4

Characters and Unicode

Total characters	36126
Distinct characters	23
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	внедорожник
2nd row	внедорожник
3rd row	седан
4th row	минивен
5th row	универсал

Common Values

Value	Count	Frequency (%)
седан	1586	28.7%
универсал	800	14.5%
внедорожник	625	11.3%
минивен	588	10.6%
хетчбек	585	10.6%
кроссовер	363	6.6%
грузовой	88	1.6%
микроавтобус	82	1.5%
купе	55	1.0%
фургон	40	0.7%
Other values (4)	67	1.2%
(Missing)	648	11.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
седан	1586	32.5%
универсал	800	16.4%
внедорожник	625	12.8%
минивен	588	12.1%
хетчбек	585	12.0%
кроссовер	363	7.4%
грузовой	88	1.8%
микроавтобус	82	1.7%
купе	55	1.1%
фургон	40	0.8%
Other values (4)	67	1.4%

Most occurring characters

Value	Count	Frequency (%)
е	5204	14.4%
н	4886	13.5%
с	3206	8.9%
и	2772	7.7%
в	2558	7.1%
а	2501	6.9%
о	2385	6.6%
р	2378	6.6%
д	2211	6.1%
к	1731	4.8%
Other values (13)	6294	17.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	36126	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
е	5204	14.4%
н	4886	13.5%
с	3206	8.9%
и	2772	7.7%
в	2558	7.1%
а	2501	6.9%
о	2385	6.6%
р	2378	6.6%
д	2211	6.1%
к	1731	4.8%
Other values (13)	6294	17.4%

Most occurring scripts

Value	Count	Frequency (%)
Cyrillic	36126	100.0%

Most frequent character per script

Cyrillic

Value	Count	Frequency (%)
е	5204	14.4%
н	4886	13.5%
с	3206	8.9%
и	2772	7.7%
в	2558	7.1%
а	2501	6.9%
о	2385	6.6%
р	2378	6.6%
д	2211	6.1%
к	1731	4.8%
Other values (13)	6294	17.4%

Most occurring blocks

Value	Count	Frequency (%)
Cyrillic	36126	100.0%

Most frequent character per block

Cyrillic

Value	Count	Frequency (%)
е	5204	14.4%
н	4886	13.5%
с	3206	8.9%
и	2772	7.7%
в	2558	7.1%
а	2501	6.9%
о	2385	6.6%
р	2378	6.6%
д	2211	6.1%
к	1731	4.8%
Other values (13)	6294	17.4%

state
Categorical

IMBALANCE MISSING

Distinct	6
Distinct (%)	0.1%
Missing	508
Missing (%)	9.2%
Memory size	634.6 KiB

Отличное	2867
Хорошее	1936
Удовлетворительное	117
Новый	88
Битыйавто	9

Length

Max length	18
Median length	8
Mean length	7.7957761
Min length	5

Characters and Unicode

Total characters	39127
Distinct characters	22
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Отличное
2nd row	Отличное
3rd row	Отличное
4th row	Отличное
5th row	Отличное

Common Values

Value	Count	Frequency (%)
Отличное	2867	51.9%
Хорошее	1936	35.0%
Удовлетворительное	117	2.1%
Новый	88	1.6%
Битыйавто	9	0.2%
Плохое	2	< 0.1%
(Missing)	508	9.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
отличное	2867	57.1%
хорошее	1936	38.6%
удовлетворительное	117	2.3%
новый	88	1.8%
битыйавто	9	0.2%
плохое	2	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
о	7191	18.4%
е	7092	18.1%
т	3119	8.0%
л	3103	7.9%
и	2993	7.6%
н	2984	7.6%
О	2867	7.3%
ч	2867	7.3%
р	2053	5.2%
Х	1936	4.9%
Other values (12)	2922	7.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	34108	87.2%
Uppercase Letter	5019	12.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
о	7191	21.1%
е	7092	20.8%
т	3119	9.1%
л	3103	9.1%
и	2993	8.8%
н	2984	8.7%
ч	2867	8.4%
р	2053	6.0%
ш	1936	5.7%
в	331	1.0%
Other values (6)	439	1.3%

Uppercase Letter

Value	Count	Frequency (%)
О	2867	57.1%
Х	1936	38.6%
У	117	2.3%
Н	88	1.8%
Б	9	0.2%
П	2	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Cyrillic	39127	100.0%

Most frequent character per script

Cyrillic

Value	Count	Frequency (%)
о	7191	18.4%
е	7092	18.1%
т	3119	8.0%
л	3103	7.9%
и	2993	7.6%
н	2984	7.6%
О	2867	7.3%
ч	2867	7.3%
р	2053	5.2%
Х	1936	4.9%
Other values (12)	2922	7.5%

Most occurring blocks

Value	Count	Frequency (%)
Cyrillic	39127	100.0%

Most frequent character per block

Cyrillic

Value	Count	Frequency (%)
о	7191	18.4%
е	7092	18.1%
т	3119	8.0%
л	3103	7.9%
и	2993	7.6%
н	2984	7.6%
О	2867	7.3%
ч	2867	7.3%
р	2053	5.2%
Х	1936	4.9%
Other values (12)	2922	7.5%

door
Categorical

IMBALANCE MISSING

Distinct	3
Distinct (%)	0.1%
Missing	746
Missing (%)	13.5%
Memory size	369.9 KiB

4/5	4576
2/3	181
6/7	24

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	14343
Distinct characters	7
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	4/5
2nd row	4/5
3rd row	4/5
4th row	4/5
5th row	4/5

Common Values

Value	Count	Frequency (%)
4/5	4576	82.8%
2/3	181	3.3%
6/7	24	0.4%
(Missing)	746	13.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
4/5	4576	95.7%
2/3	181	3.8%
6/7	24	0.5%

Most occurring characters

Value	Count	Frequency (%)
/	4781	33.3%
4	4576	31.9%
5	4576	31.9%
2	181	1.3%
3	181	1.3%
6	24	0.2%
7	24	0.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	9562	66.7%
Other Punctuation	4781	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	4576	47.9%
5	4576	47.9%
2	181	1.9%
3	181	1.9%
6	24	0.3%
7	24	0.3%

Other Punctuation

Value	Count	Frequency (%)
/	4781	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	14343	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
/	4781	33.3%
4	4576	31.9%
5	4576	31.9%
2	181	1.3%
3	181	1.3%
6	24	0.2%
7	24	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	14343	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
/	4781	33.3%
4	4576	31.9%
5	4576	31.9%
2	181	1.3%
3	181	1.3%
6	24	0.2%
7	24	0.2%

fuel
Categorical

MISSING

Distinct	4
Distinct (%)	0.1%
Missing	519
Missing (%)	9.4%
Memory size	591.6 KiB

бензин	2151
дизель	1947
газ	698
электро	212

Length

Max length	7
Median length	6
Mean length	5.6242013
Min length	3

Characters and Unicode

Total characters	28166
Distinct characters	15
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	бензин
2nd row	бензин
3rd row	дизель
4th row	газ
5th row	дизель

Common Values

Value	Count	Frequency (%)
бензин	2151	38.9%
дизель	1947	35.2%
газ	698	12.6%
электро	212	3.8%
(Missing)	519	9.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
бензин	2151	43.0%
дизель	1947	38.9%
газ	698	13.9%
электро	212	4.2%

Most occurring characters

Value	Count	Frequency (%)
з	4796	17.0%
е	4310	15.3%
н	4302	15.3%
и	4098	14.5%
л	2159	7.7%
б	2151	7.6%
д	1947	6.9%
ь	1947	6.9%
г	698	2.5%
а	698	2.5%
Other values (5)	1060	3.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	28166	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
з	4796	17.0%
е	4310	15.3%
н	4302	15.3%
и	4098	14.5%
л	2159	7.7%
б	2151	7.6%
д	1947	6.9%
ь	1947	6.9%
г	698	2.5%
а	698	2.5%
Other values (5)	1060	3.8%

Most occurring scripts

Value	Count	Frequency (%)
Cyrillic	28166	100.0%

Most frequent character per script

Cyrillic

Value	Count	Frequency (%)
з	4796	17.0%
е	4310	15.3%
н	4302	15.3%
и	4098	14.5%
л	2159	7.7%
б	2151	7.6%
д	1947	6.9%
ь	1947	6.9%
г	698	2.5%
а	698	2.5%
Other values (5)	1060	3.8%

Most occurring blocks

Value	Count	Frequency (%)
Cyrillic	28166	100.0%

Most frequent character per block

Cyrillic

Value	Count	Frequency (%)
з	4796	17.0%
е	4310	15.3%
н	4302	15.3%
и	4098	14.5%
л	2159	7.7%
б	2151	7.6%
д	1947	6.9%
ь	1947	6.9%
г	698	2.5%
а	698	2.5%
Other values (5)	1060	3.8%

transmission
Categorical

MISSING

Distinct	6
Distinct (%)	0.1%
Missing	376
Missing (%)	6.8%
Memory size	677.8 KiB

автомат	2469
5-тиступ.мех.	1898
6-тиступ.мех.	697
4-ёхступ.мех.	42
роботизированая	36

Length

Max length	15
Median length	13
Mean length	10.134537
Min length	7

Characters and Unicode

Total characters	52203
Distinct characters	23
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	автомат
2nd row	автомат
3rd row	автомат
4th row	6-тиступ.мех.
5th row	автомат

Common Values

Value	Count	Frequency (%)
автомат	2469	44.7%
5-тиступ.мех.	1898	34.3%
6-тиступ.мех.	697	12.6%
4-ёхступ.мех.	42	0.8%
роботизированая	36	0.7%
полуавтомат	9	0.2%
(Missing)	376	6.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
автомат	2469	47.9%
5-тиступ.мех	1898	36.8%
6-тиступ.мех	697	13.5%
4-ёхступ.мех	42	0.8%
роботизированая	36	0.7%
полуавтомат	9	0.2%

Most occurring characters

Value	Count	Frequency (%)
т	10224	19.6%
.	5274	10.1%
м	5115	9.8%
а	5028	9.6%
х	2679	5.1%
и	2667	5.1%
у	2646	5.1%
п	2646	5.1%
е	2637	5.1%
-	2637	5.1%
Other values (13)	10650	20.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	41655	79.8%
Other Punctuation	5274	10.1%
Dash Punctuation	2637	5.1%
Decimal Number	2637	5.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
т	10224	24.5%
м	5115	12.3%
а	5028	12.1%
х	2679	6.4%
и	2667	6.4%
у	2646	6.4%
п	2646	6.4%
е	2637	6.3%
с	2637	6.3%
о	2595	6.2%
Other values (8)	2781	6.7%

Decimal Number

Value	Count	Frequency (%)
5	1898	72.0%
6	697	26.4%
4	42	1.6%

Other Punctuation

Value	Count	Frequency (%)
.	5274	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2637	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Cyrillic	41655	79.8%
Common	10548	20.2%

Most frequent character per script

Cyrillic

Value	Count	Frequency (%)
т	10224	24.5%
м	5115	12.3%
а	5028	12.1%
х	2679	6.4%
и	2667	6.4%
у	2646	6.4%
п	2646	6.4%
е	2637	6.3%
с	2637	6.3%
о	2595	6.2%
Other values (8)	2781	6.7%

Common

Value	Count	Frequency (%)
.	5274	50.0%
-	2637	25.0%
5	1898	18.0%
6	697	6.6%
4	42	0.4%

Most occurring blocks

Value	Count	Frequency (%)
Cyrillic	41655	79.8%
ASCII	10548	20.2%

Most frequent character per block

Cyrillic

Value	Count	Frequency (%)
т	10224	24.5%
м	5115	12.3%
а	5028	12.1%
х	2679	6.4%
и	2667	6.4%
у	2646	6.4%
п	2646	6.4%
е	2637	6.3%
с	2637	6.3%
о	2595	6.2%
Other values (8)	2781	6.7%

ASCII

Value	Count	Frequency (%)
.	5274	50.0%
-	2637	25.0%
5	1898	18.0%
6	697	6.6%
4	42	0.4%

conditioner
Categorical

MISSING

Distinct	3
Distinct (%)	0.1%
Missing	976
Missing (%)	17.7%
Memory size	707.0 KiB

климатконтроль	2796
кондиционер	1392
безкондиционера	363

Length

Max length	15
Median length	14
Mean length	13.162162
Min length	11

Characters and Unicode

Total characters	59901
Distinct characters	15
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	климатконтроль
2nd row	климатконтроль
3rd row	климатконтроль
4th row	климатконтроль
5th row	климатконтроль

Common Values

Value	Count	Frequency (%)
климатконтроль	2796	50.6%
кондиционер	1392	25.2%
безкондиционера	363	6.6%
(Missing)	976	17.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
климатконтроль	2796	61.4%
кондиционер	1392	30.6%
безкондиционера	363	8.0%

Most occurring characters

Value	Count	Frequency (%)
о	9102	15.2%
к	7347	12.3%
и	6306	10.5%
н	6306	10.5%
л	5592	9.3%
т	5592	9.3%
р	4551	7.6%
а	3159	5.3%
м	2796	4.7%
ь	2796	4.7%
Other values (5)	6354	10.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	59901	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
о	9102	15.2%
к	7347	12.3%
и	6306	10.5%
н	6306	10.5%
л	5592	9.3%
т	5592	9.3%
р	4551	7.6%
а	3159	5.3%
м	2796	4.7%
ь	2796	4.7%
Other values (5)	6354	10.6%

Most occurring scripts

Value	Count	Frequency (%)
Cyrillic	59901	100.0%

Most frequent character per script

Cyrillic

Value	Count	Frequency (%)
о	9102	15.2%
к	7347	12.3%
и	6306	10.5%
н	6306	10.5%
л	5592	9.3%
т	5592	9.3%
р	4551	7.6%
а	3159	5.3%
м	2796	4.7%
ь	2796	4.7%
Other values (5)	6354	10.6%

Most occurring blocks

Value	Count	Frequency (%)
Cyrillic	59901	100.0%

Most frequent character per block

Cyrillic

Value	Count	Frequency (%)
о	9102	15.2%
к	7347	12.3%
и	6306	10.5%
н	6306	10.5%
л	5592	9.3%
т	5592	9.3%
р	4551	7.6%
а	3159	5.3%
м	2796	4.7%
ь	2796	4.7%
Other values (5)	6354	10.6%

audio
Categorical

MISSING

Distinct	4
Distinct (%)	0.1%
Missing	1533
Missing (%)	27.7%
Memory size	835.6 KiB

автомагнитолаCD/MP3(сUSBиBluetooth)	2019
автомагнитола	973
автомагнитолаCD/MP3(безUSB)	696
автомагнитолаHi-End	306

Length

Max length	35
Median length	35
Mean length	27.020531
Min length	13

Characters and Unicode

Total characters	107920
Distinct characters	36
Distinct categories	7 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	автомагнитола
2nd row	автомагнитолаCD/MP3(сUSBиBluetooth)
3rd row	автомагнитолаCD/MP3(сUSBиBluetooth)
4th row	автомагнитола
5th row	автомагнитолаCD/MP3(сUSBиBluetooth)

Common Values

Value	Count	Frequency (%)
автомагнитолаCD/MP3(сUSBиBluetooth)	2019	36.5%
автомагнитола	973	17.6%
автомагнитолаCD/MP3(безUSB)	696	12.6%
автомагнитолаHi-End	306	5.5%
(Missing)	1533	27.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
автомагнитолаcd/mp3(сusbиbluetooth	2019	50.6%
автомагнитола	973	24.4%
автомагнитолаcd/mp3(безusb	696	17.4%
автомагнитолаhi-end	306	7.7%

Most occurring characters

Value	Count	Frequency (%)
а	11982	11.1%
т	7988	7.4%
о	7988	7.4%
и	6013	5.6%
B	4734	4.4%
o	4038	3.7%
t	4038	3.7%
м	3994	3.7%
г	3994	3.7%
н	3994	3.7%
Other values (26)	49157	45.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	75118	69.6%
Uppercase Letter	21636	20.0%
Open Punctuation	2715	2.5%
Close Punctuation	2715	2.5%
Other Punctuation	2715	2.5%
Decimal Number	2715	2.5%
Dash Punctuation	306	0.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
а	11982	16.0%
т	7988	10.6%
о	7988	10.6%
и	6013	8.0%
o	4038	5.4%
t	4038	5.4%
м	3994	5.3%
г	3994	5.3%
н	3994	5.3%
л	3994	5.3%
Other values (12)	17095	22.8%

Uppercase Letter

Value	Count	Frequency (%)
B	4734	21.9%
U	2715	12.5%
S	2715	12.5%
C	2715	12.5%
P	2715	12.5%
M	2715	12.5%
D	2715	12.5%
H	306	1.4%
E	306	1.4%

Open Punctuation

Value	Count	Frequency (%)
(	2715	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2715	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	2715	100.0%

Decimal Number

Value	Count	Frequency (%)
3	2715	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	306	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Cyrillic	58048	53.8%
Latin	38706	35.9%
Common	11166	10.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
B	4734	12.2%
o	4038	10.4%
t	4038	10.4%
U	2715	7.0%
S	2715	7.0%
C	2715	7.0%
P	2715	7.0%
M	2715	7.0%
D	2715	7.0%
h	2019	5.2%
Other values (8)	7587	19.6%

Cyrillic

Value	Count	Frequency (%)
а	11982	20.6%
т	7988	13.8%
о	7988	13.8%
и	6013	10.4%
м	3994	6.9%
г	3994	6.9%
н	3994	6.9%
л	3994	6.9%
в	3994	6.9%
с	2019	3.5%
Other values (3)	2088	3.6%

Common

Value	Count	Frequency (%)
(	2715	24.3%
)	2715	24.3%
/	2715	24.3%
3	2715	24.3%
-	306	2.7%

Most occurring blocks

Value	Count	Frequency (%)
Cyrillic	58048	53.8%
ASCII	49872	46.2%

Most frequent character per block

Cyrillic

Value	Count	Frequency (%)
а	11982	20.6%
т	7988	13.8%
о	7988	13.8%
и	6013	10.4%
м	3994	6.9%
г	3994	6.9%
н	3994	6.9%
л	3994	6.9%
в	3994	6.9%
с	2019	3.5%
Other values (3)	2088	3.6%

ASCII

Value	Count	Frequency (%)
B	4734	9.5%
o	4038	8.1%
t	4038	8.1%
(	2715	5.4%
)	2715	5.4%
U	2715	5.4%
S	2715	5.4%
C	2715	5.4%
/	2715	5.4%
P	2715	5.4%
Other values (13)	18057	36.2%

mileage
Real number (ℝ)

MISSING

Distinct	627
Distinct (%)	22.3%
Missing	2717
Missing (%)	49.2%
Infinite	0
Infinite (%)	0.0%
Mean	224905.32

Minimum	11000
Maximum	1000000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	86.4 KiB

Quantile statistics

Minimum	11000
5-th percentile	75000
Q1	152000
median	220000
Q3	289750
95-th percentile	390000
Maximum	1000000
Range	989000
Interquartile range (IQR)	137750

Descriptive statistics

Standard deviation	103362.36
Coefficient of variation (CV)	0.45958168
Kurtosis	7.434922
Mean	224905.32
Median Absolute Deviation (MAD)	69000
Skewness	1.3668919
Sum	6.3198394 × 10⁸
Variance	1.0683778 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
300000	133	2.4%
200000	83	1.5%
250000	75	1.4%
270000	48	0.9%
180000	46	0.8%
280000	44	0.8%
350000	43	0.8%
240000	42	0.8%
220000	42	0.8%
230000	39	0.7%
Other values (617)	2215	40.1%
(Missing)	2717	49.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
11000	2	< 0.1%
12000	2	< 0.1%
12345	1	< 0.1%
14000	2	< 0.1%
15200	1	< 0.1%
17000	1	< 0.1%
18000	2	< 0.1%
18500	1	< 0.1%
18900	1	< 0.1%
19000	1	< 0.1%

Value	Count	Frequency (%)
1000000	3	0.1%
999999	3	0.1%
843000	1	< 0.1%
826000	1	< 0.1%
753488	1	< 0.1%
720000	1	< 0.1%
700000	2	< 0.1%
640000	1	< 0.1%
560000	1	< 0.1%
552300	7	0.1%

contact
Text

Distinct	1118
Distinct (%)	20.2%
Missing	0
Missing (%)	0.0%
Memory size	565.1 KiB

Length

Max length	82
Median length	27
Mean length	6.2010132
Min length	1

Characters and Unicode

Total characters	34273
Distinct characters	144
Distinct categories	11 ?
Distinct scripts	3 ?
Distinct blocks	6 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	730 ?
Unique (%)	13.2%

Sample

1st row	Тирасполь
2nd row	Сергей
3rd row	Igor
4th row	Кристина
5th row	МиихаилТатьяна

Value	Count	Frequency (%)
александр	297	5.4%
сергей	276	5.0%
usauto	230	4.2%
игорь	203	3.7%
олег	187	3.4%
дмитрий	181	3.3%
андрей	166	3.0%
владимир	112	2.0%
евгений	111	2.0%
вадим	102	1.8%
Other values (1012)	3662	66.3%

Most occurring characters

Value	Count	Frequency (%)
и	2467	7.2%
а	2456	7.2%
е	2017	5.9%
р	1976	5.8%
л	1682	4.9%
н	1537	4.5%
7	1502	4.4%
й	1246	3.6%
д	953	2.8%
с	951	2.8%
Other values (134)	17486	51.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	23515	68.6%
Uppercase Letter	5595	16.3%
Decimal Number	4880	14.2%
Other Punctuation	147	0.4%
Math Symbol	80	0.2%
Dash Punctuation	34	0.1%
Currency Symbol	11	< 0.1%
Connector Punctuation	5	< 0.1%
Close Punctuation	3	< 0.1%
Open Punctuation	2	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
и	2467	10.5%
а	2456	10.4%
е	2017	8.6%
р	1976	8.4%
л	1682	7.2%
н	1537	6.5%
й	1246	5.3%
д	953	4.1%
с	951	4.0%
г	890	3.8%
Other values (49)	7340	31.2%

Uppercase Letter

Value	Count	Frequency (%)
А	774	13.8%
В	702	12.5%
С	445	8.0%
И	386	6.9%
Д	366	6.5%
A	316	5.6%
S	270	4.8%
О	234	4.2%
U	234	4.2%
М	229	4.1%
Other values (45)	1639	29.3%

Other Punctuation

Value	Count	Frequency (%)
.	84	57.1%
*	37	25.2%
/	10	6.8%
,	8	5.4%
%	2	1.4%
…	1	0.7%
:	1	0.7%
?	1	0.7%
;	1	0.7%
&	1	0.7%

Decimal Number

Value	Count	Frequency (%)
7	1502	30.8%
0	599	12.3%
3	433	8.9%
8	402	8.2%
2	373	7.6%
1	371	7.6%
6	328	6.7%
5	323	6.6%
9	313	6.4%
4	236	4.8%

Math Symbol

Value	Count	Frequency (%)
+	78	97.5%
=	2	2.5%

Currency Symbol

Value	Count	Frequency (%)
$	6	54.5%
₽	5	45.5%

Dash Punctuation

Value	Count	Frequency (%)
-	34	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	5	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	3	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2	100.0%

Other Symbol

Value	Count	Frequency (%)
№	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Cyrillic	25232	73.6%
Common	5163	15.1%
Latin	3878	11.3%

Most frequent character per script

Cyrillic

Value	Count	Frequency (%)
и	2467	9.8%
а	2456	9.7%
е	2017	8.0%
р	1976	7.8%
л	1682	6.7%
н	1537	6.1%
й	1246	4.9%
д	953	3.8%
с	951	3.8%
г	890	3.5%
Other values (51)	9057	35.9%

Latin

Value	Count	Frequency (%)
o	359	9.3%
t	322	8.3%
A	316	8.1%
u	279	7.2%
S	270	7.0%
a	241	6.2%
U	234	6.0%
e	204	5.3%
i	185	4.8%
n	178	4.6%
Other values (43)	1290	33.3%

Common

Value	Count	Frequency (%)
7	1502	29.1%
0	599	11.6%
3	433	8.4%
8	402	7.8%
2	373	7.2%
1	371	7.2%
6	328	6.4%
5	323	6.3%
9	313	6.1%
4	236	4.6%
Other values (20)	283	5.5%

Most occurring blocks

Value	Count	Frequency (%)
Cyrillic	25232	73.6%
ASCII	9033	26.4%
Currency Symbols	5	< 0.1%
Punctuation	1	< 0.1%
Letterlike Symbols	1	< 0.1%
None	1	< 0.1%

Most frequent character per block

Cyrillic

Value	Count	Frequency (%)
и	2467	9.8%
а	2456	9.7%
е	2017	8.0%
р	1976	7.8%
л	1682	6.7%
н	1537	6.1%
й	1246	4.9%
д	953	3.8%
с	951	3.8%
г	890	3.5%
Other values (51)	9057	35.9%

ASCII

Value	Count	Frequency (%)
7	1502	16.6%
0	599	6.6%
3	433	4.8%
8	402	4.5%
2	373	4.1%
1	371	4.1%
o	359	4.0%
6	328	3.6%
5	323	3.6%
t	322	3.6%
Other values (69)	4021	44.5%

Currency Symbols

Value	Count	Frequency (%)
₽	5	100.0%

Punctuation

Value	Count	Frequency (%)
…	1	100.0%

Letterlike Symbols

Value	Count	Frequency (%)
№	1	100.0%

None

Value	Count	Frequency (%)
ș	1	100.0%

fone
Text

Distinct	3698
Distinct (%)	66.9%
Missing	0
Missing (%)	0.0%
Memory size	394.0 KiB

Length

Max length	8
Median length	8
Mean length	7.9927628
Min length	0

Characters and Unicode

Total characters	44176
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2989 ?
Unique (%)	54.1%

Sample

1st row	77904221
2nd row	77768794
3rd row	77777139
4th row	77954052
5th row	77827520

Value	Count	Frequency (%)
77739797	347	6.3%
77766577	55	1.0%
77726078	27	0.5%
77746606	27	0.5%
77873962	24	0.4%
77902820	23	0.4%
77511713	22	0.4%
77727210	18	0.3%
77777520	16	0.3%
77937063	14	0.3%
Other values (3687)	4952	89.6%

Most occurring characters

Value	Count	Frequency (%)
7	15643	35.4%
9	4317	9.8%
8	3721	8.4%
6	3279	7.4%
5	3256	7.4%
0	3093	7.0%
3	2906	6.6%
1	2866	6.5%
2	2672	6.0%
4	2423	5.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	44176	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
7	15643	35.4%
9	4317	9.8%
8	3721	8.4%
6	3279	7.4%
5	3256	7.4%
0	3093	7.0%
3	2906	6.6%
1	2866	6.5%
2	2672	6.0%
4	2423	5.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	44176	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
7	15643	35.4%
9	4317	9.8%
8	3721	8.4%
6	3279	7.4%
5	3256	7.4%
0	3093	7.0%
3	2906	6.6%
1	2866	6.5%
2	2672	6.0%
4	2423	5.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	44176	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
7	15643	35.4%
9	4317	9.8%
8	3721	8.4%
6	3279	7.4%
5	3256	7.4%
0	3093	7.0%
3	2906	6.6%
1	2866	6.5%
2	2672	6.0%
4	2423	5.5%

date_notice
Date

Distinct	5415
Distinct (%)	98.0%
Missing	0
Missing (%)	0.0%
Memory size	86.4 KiB

Minimum	2022-11-13 11:37:00
Maximum	2024-10-01 15:00:00

Histogram

Histogram with fixed size bins (bins=50)

manth
Unsupported

REJECTED UNSUPPORTED

Missing	0
Missing (%)	0.0%
Memory size	86.4 KiB

model
Text

Distinct	569
Distinct (%)	10.3%
Missing	0
Missing (%)	0.0%
Memory size	386.3 KiB

Length

Max length	24
Median length	22
Mean length	6.4673421
Min length	1

Characters and Unicode

Total characters	35745
Distinct characters	89
Distinct categories	9 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	180 ?
Unique (%)	3.3%

Sample

1st row	RX 400h
2nd row	Rogue
3rd row	ES 300
4th row	Touareg
5th row	Avensis

Value	Count	Frequency (%)
passat	279	3.7%
rx	277	3.7%
e	198	2.6%
e-klasse	190	2.5%
avensis	187	2.5%
5er	148	2.0%
camry	147	2.0%
450h	146	1.9%
golf	138	1.8%
prius	132	1.8%
Other values (547)	5676	75.5%

Most occurring characters

Value	Count	Frequency (%)
a	3351	9.4%
s	2394	6.7%
r	2270	6.4%
e	2153	6.0%
	1991	5.6%
0	1613	4.5%
o	1414	4.0%
n	1331	3.7%
i	1292	3.6%
t	1137	3.2%
Other values (79)	16799	47.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	21010	58.8%
Uppercase Letter	6899	19.3%
Decimal Number	5260	14.7%
Space Separator	1991	5.6%
Dash Punctuation	547	1.5%
Close Punctuation	13	< 0.1%
Open Punctuation	13	< 0.1%
Other Punctuation	10	< 0.1%
Math Symbol	2	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	3351	15.9%
s	2394	11.4%
r	2270	10.8%
e	2153	10.2%
o	1414	6.7%
n	1331	6.3%
i	1292	6.1%
t	1137	5.4%
l	1129	5.4%
u	577	2.7%
Other values (29)	3962	18.9%

Uppercase Letter

Value	Count	Frequency (%)
C	776	11.2%
A	765	11.1%
S	698	10.1%
E	605	8.8%
X	593	8.6%
P	587	8.5%
V	473	6.9%
R	473	6.9%
M	346	5.0%
G	273	4.0%
Other values (21)	1310	19.0%

Decimal Number

Value	Count	Frequency (%)
0	1613	30.7%
5	827	15.7%
2	706	13.4%
3	640	12.2%
4	456	8.7%
1	318	6.0%
6	315	6.0%
7	176	3.3%
8	137	2.6%
9	72	1.4%

Other Punctuation

Value	Count	Frequency (%)
/	6	60.0%
'	2	20.0%
,	1	10.0%
&	1	10.0%

Space Separator

Value	Count	Frequency (%)
	1991	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	547	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	13	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	13	100.0%

Math Symbol

Value	Count	Frequency (%)
=	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	27848	77.9%
Common	7836	21.9%
Cyrillic	61	0.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	3351	12.0%
s	2394	8.6%
r	2270	8.2%
e	2153	7.7%
o	1414	5.1%
n	1331	4.8%
i	1292	4.6%
t	1137	4.1%
l	1129	4.1%
C	776	2.8%
Other values (42)	10601	38.1%

Common

Value	Count	Frequency (%)
	1991	25.4%
0	1613	20.6%
5	827	10.6%
2	706	9.0%
3	640	8.2%
-	547	7.0%
4	456	5.8%
1	318	4.1%
6	315	4.0%
7	176	2.2%
Other values (9)	247	3.2%

Cyrillic

Value	Count	Frequency (%)
а	9	14.8%
С	5	8.2%
Т	5	8.2%
я	5	8.2%
г	4	6.6%
е	4	6.6%
Я	4	6.6%
у	4	6.6%
р	4	6.6%
Д	4	6.6%
Other values (8)	13	21.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	35684	99.8%
Cyrillic	61	0.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	3351	9.4%
s	2394	6.7%
r	2270	6.4%
e	2153	6.0%
	1991	5.6%
0	1613	4.5%
o	1414	4.0%
n	1331	3.7%
i	1292	3.6%
t	1137	3.2%
Other values (61)	16738	46.9%

Cyrillic

Value	Count	Frequency (%)
а	9	14.8%
С	5	8.2%
Т	5	8.2%
я	5	8.2%
г	4	6.6%
е	4	6.6%
Я	4	6.6%
у	4	6.6%
р	4	6.6%
Д	4	6.6%
Other values (8)	13	21.3%

len_dop_info
Real number (ℝ)

Distinct	931
Distinct (%)	16.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	233.55274

Minimum	3
Maximum	3915
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	86.4 KiB

Quantile statistics

Minimum	3
5-th percentile	3
Q1	50
median	141
Q3	315.5
95-th percentile	786
Maximum	3915
Range	3912
Interquartile range (IQR)	265.5

Descriptive statistics

Standard deviation	272.76069
Coefficient of variation (CV)	1.1678762
Kurtosis	13.509374
Mean	233.55274
Median Absolute Deviation (MAD)	113
Skewness	2.5450123
Sum	1290846
Variance	74398.395
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3	687	12.4%
76	33	0.6%
77	29	0.5%
72	27	0.5%
26	26	0.5%
99	23	0.4%
97	23	0.4%
9	23	0.4%
20	23	0.4%
51	22	0.4%
Other values (921)	4611	83.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	687	12.4%
4	1	< 0.1%
5	6	0.1%
6	14	0.3%
7	7	0.1%
8	7	0.1%
9	23	0.4%
10	9	0.2%
11	6	0.1%
12	13	0.2%

Value	Count	Frequency (%)
3915	1	< 0.1%
3434	1	< 0.1%
2099	1	< 0.1%
1963	1	< 0.1%
1851	1	< 0.1%
1843	1	< 0.1%
1791	1	< 0.1%
1745	1	< 0.1%
1742	1	< 0.1%
1643	1	< 0.1%

mileage_orig
Real number (ℝ)

MISSING

Distinct	1022
Distinct (%)	22.3%
Missing	954
Missing (%)	17.3%
Infinite	0
Infinite (%)	0.0%
Mean	133090.61

Minimum	1
Maximum	1000000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	86.4 KiB

Quantile statistics

Minimum	1
5-th percentile	82
Q1	257
median	120000
Q3	240000
95-th percentile	350000
Maximum	1000000
Range	999999
Interquartile range (IQR)	239743

Descriptive statistics

Standard deviation	134755.35
Coefficient of variation (CV)	1.0125083
Kurtosis	1.6256652
Mean	133090.61
Median Absolute Deviation (MAD)	119746
Skewness	0.8648518
Sum	6.0862335 × 10⁸
Variance	1.8159003 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
300000	127	2.3%
200000	80	1.4%
300	77	1.4%
250000	70	1.3%
1	70	1.3%
200	50	0.9%
100	48	0.9%
270000	45	0.8%
180000	45	0.8%
250	44	0.8%
Other values (1012)	3917	70.9%
(Missing)	954	17.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	70	1.3%
2	6	0.1%
3	5	0.1%
4	5	0.1%
5	5	0.1%
6	1	< 0.1%
8	1	< 0.1%
10	6	0.1%
11	4	0.1%
12	1	< 0.1%

Value	Count	Frequency (%)
1000000	3	0.1%
999999	3	0.1%
843000	1	< 0.1%
826000	1	< 0.1%
753488	1	< 0.1%
720000	1	< 0.1%
700000	2	< 0.1%
640000	1	< 0.1%
560000	1	< 0.1%
552300	7	0.1%

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	brend	volume	тип_двигателя	год	prise	class_auto	body	state	door	fuel	transmission	conditioner	audio	mileage	contact	fone	date_notice	manth	model	len_dop_info	mileage_orig
0	Lexus	3300.00	Гибрид	2009.00	10800.00	Легковой	внедорожник	Отличное	4/5	бензин	автомат	климатконтроль	автомагнитола	168000.00	Тирасполь	77904221	2024-10-01 14:57:00	2024-10	RX 400h	3.00	168000.00
3	Nissan	2500.00	Бензин	2015.00	10000.00	Легковой	внедорожник	NaN	NaN	NaN	автомат	климатконтроль	автомагнитолаCD/MP3(сUSBиBluetooth)	NaN	Сергей	77768794	2024-10-01 14:42:00	2024-10	Rogue	54.00	138.00
5	Lexus	2500.00	Гибрид	2013.00	15900.00	Легковой	седан	Отличное	4/5	бензин	автомат	климатконтроль	автомагнитолаCD/MP3(сUSBиBluetooth)	NaN	Igor	77777139	2024-09-27 09:11:00	2024-09	ES 300	594.00	145.00
6	Volkswagen	2000.00	Дизель	2004.00	4500.00	Легковой	минивен	Отличное	4/5	дизель	6-тиступ.мех.	климатконтроль	автомагнитола	NaN	Кристина	77954052	2024-10-01 14:33:00	2024-10	Touareg	120.00	335.00
7	Toyota	2400.00	Бензин-Газ	2007.00	5500.00	Легковой	универсал	Отличное	4/5	газ	автомат	климатконтроль	автомагнитолаCD/MP3(сUSBиBluetooth)	NaN	МиихаилТатьяна	77827520	2024-10-01 14:32:00	2024-10	Avensis	517.00	197.00
9	Toyota	2000.00	Дизель	2005.00	5000.00	Легковой	седан	Отличное	4/5	дизель	5-тиступ.мех.	кондиционер	автомагнитолаCD/MP3(сUSBиBluetooth)	NaN	Andrei	77561456	2024-10-01 14:30:00	2024-10	Avensis	105.00	3000.00
10	Toyota	2000.00	Дизель	2004.00	4500.00	Легковой	хетчбек	Хорошее	4/5	дизель	5-тиступ.мех.	климатконтроль	автомагнитолаCD/MP3(безUSB)	273000.00	Михаил	77537555	2024-10-01 14:19:00	2024-10	Avensis	587.00	273000.00
15	Lexus	2500.00	Гибрид	2013.00	13000.00	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Iulia	77995156	2024-10-01 14:07:00	2024-10	ES 300	279.00	NaN
16	BMW	2000.00	Дизель	2006.00	6900.00	Легковой	седан	Отличное	4/5	дизель	6-тиступ.мех.	кондиционер	автомагнитолаCD/MP3(безUSB)	254000.00	BMWE60	77889073	2024-10-01 14:03:00	2024-10	5er 520	382.00	254000.00
17	Mitsubishi	1800.00	Бензин	2000.00	1550.00	Легковой	хетчбек	Отличное	4/5	бензин	5-тиступ.мех.	климатконтроль	автомагнитолаCD/MP3(безUSB)	NaN	07797299	77997299	2024-10-01 13:50:00	2024-10	Carisma	351.00	3.00

	brend	volume	тип_двигателя	год	prise	class_auto	body	state	door	fuel	transmission	conditioner	audio	mileage	contact	fone	date_notice	manth	model	len_dop_info	mileage_orig
8154	Volvo	2400.00	Бензин	2007.00	4500.00	Легковой	седан	Хорошее	4/5	бензин	автомат	кондиционер	автомагнитолаCD/MP3(безUSB)	NaN	Вадим	76075611	2022-11-15 08:58:00	2022-11	S60	522.00	511.00
8156	Mercedes-Benz	3200.00	Дизель	2005.00	5500.00	Легковой	седан	Отличное	NaN	дизель	автомат	климатконтроль	автомагнитола	NaN	Константин	77527007	2022-11-14 22:19:00	2022-11	E-klasse E 320	113.00	NaN
8157	Opel	2000.00	Дизель	1999.00	2000.00	Легковой	универсал	Хорошее	4/5	дизель	5-тиступ.мех.	кондиционер	автомагнитолаCD/MP3(сUSBиBluetooth)	NaN	Василий	77898198	2022-11-14 20:06:00	2022-11	Astra	107.00	NaN
8158	Volkswagen	1000.00	Дизель	2001.00	2700.00	Легковой	минивен	Хорошее	4/5	дизель	6-тиступ.мех.	климатконтроль	автомагнитолаCD/MP3(безUSB)	300000.00	Геннадий	77827176	2022-11-14 17:49:00	2022-11	Sharan	3.00	300000.00
8160	Volkswagen	1900.00	NaN	2005.00	4800.00	NaN	NaN	Отличное	NaN	дизель	6-тиступ.мех.	климатконтроль	автомагнитолаCD/MP3(сUSBиBluetooth)	330000.00	андрей	77592475	2022-11-14 12:07:00	2022-11	Sharan	78.00	330000.00
8161	Mazda	1800.00	Бензин	1995.00	1300.00	Легковой	седан	Хорошее	4/5	бензин	5-тиступ.мех.	NaN	NaN	NaN	Слава	77905469	2022-11-14 11:52:00	2022-11	626	34.00	NaN
8162	Mazda	1600.00	Бензин	1994.00	1350.00	Легковой	седан	Хорошее	4/5	NaN	5-тиступ.мех.	NaN	автомагнитола	NaN	Татьяна	77719129	2022-11-14 10:27:00	2022-11	Xedos 6	3.00	NaN
8165	Mercedes-Benz	2700.00	Дизель	2003.00	4600.00	Легковой	седан	Отличное	NaN	дизель	автомат	климатконтроль	NaN	NaN	Gmail	77831962	2022-11-13 14:55:00	2022-11	E-klasse E 270	25.00	NaN
8166	Kia	NaN	Бензин-Газ	2003.00	3100.00	Легковой	минивен	Отличное	4/5	газ	5-тиступ.мех.	климатконтроль	автомагнитола	NaN	Сергей	69810872	2022-11-13 11:41:00	2022-11	Carens	99.00	1.00
8167	Mercedes-Benz	1800.00	Бензин	2009.00	8000.00	Легковой	седан	Отличное	4/5	газ	автомат	климатконтроль	автомагнитолаCD/MP3(сUSBиBluetooth)	NaN	Еее	77883173	2022-11-13 11:37:00	2022-11	E-klasse E 200	90.00	222.00

Most frequently occurring

	brend	volume	тип_двигателя	год	prise	class_auto	body	state	door	fuel	transmission	conditioner	audio	mileage	contact	fone	date_notice	model	len_dop_info	mileage_orig	# duplicates
1	Mitsubishi	1700.00	Бензин-Газ	1994.00	1150.00	Легковой	седан	Удовлетворительное	4/5	газ	5-тиступ.мех.	безкондиционера	автомагнитола	552300.00	Дмитрий	77583690	2024-08-10 22:46:00	Galant	3.00	552300.00	3
0	Audi	2000.00	Бензин	1992.00	1600.00	Легковой	седан	Отличное	4/5	бензин	5-тиступ.мех.	кондиционер	автомагнитолаCD/MP3(сUSBиBluetooth)	NaN	077528176	77528176	2023-04-10 14:14:00	80	456.00	NaN	2
2	Skoda	1800.00	Бензин-Газ	1999.00	2800.00	Легковой	седан	Хорошее	4/5	газ	NaN	NaN	NaN	NaN	Senegal	77730370	2024-09-01 11:08:00	Octavia	140.00	154.00	2
3	Toyota	2000.00	Дизель	2006.00	4500.00	Легковой	NaN	Хорошее	4/5	дизель	6-тиступ.мех.	климатконтроль	автомагнитола	NaN	Виталик	77958844	2023-03-06 20:36:00	Avensis	543.00	300.00	2
4	Toyota	NaN	Гибрид	2010.00	8500.00	Легковой	хетчбек	Хорошее	4/5	бензин	роботизированая	кондиционер	автомагнитолаCD/MP3(сUSBиBluetooth)	NaN	+37377862726	77862726	2023-01-06 17:17:00	Prius	168.00	185.00	2

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Lowercase Letter

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Cyrillic

Common

Most occurring blocks

Most frequent character per block

ASCII

Cyrillic

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Dash Punctuation

Most occurring scripts

Most frequent character per script

Cyrillic

Common

Most occurring blocks

Most frequent character per block

Cyrillic

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Cyrillic

Most occurring blocks

Most frequent character per block

Cyrillic

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Most occurring scripts

Most frequent character per script

Cyrillic

Most occurring blocks

Most frequent character per block

Cyrillic

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Cyrillic

Most occurring blocks

Most frequent character per block

Cyrillic

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category